Mechanism sand uhcp intelligent spraying equipment dynamic parameter adjustment method and system
By collecting and processing multi-source data, and utilizing a dual-channel CNN-LSTM model and a dual-closed-loop adjustment strategy, the real-time monitoring and adaptive adjustment problems of the UHPC spraying equipment were solved, thereby improving the spraying effect and construction quality stability.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- CCCC SECOND HARBOR ENGINEERING CO LTD
- Filing Date
- 2026-05-22
- Publication Date
- 2026-07-17
AI Technical Summary
Existing UHPC spraying equipment lacks real-time sensing, online monitoring, and adaptive adjustment capabilities, resulting in poor spraying effect, poor adaptability, low spraying efficiency, and lag in adjustment, which affects the stability of construction quality.
Multi-source operating parameters and environmental parameters are collected, and key features are extracted after data preprocessing. The operating parameters of the injection equipment are adjusted in real time through a dual-channel CNN-LSTM hybrid model and a dual-closed-loop dynamic adjustment strategy, including adjustment of the outer macroscopic parameters and compensation of the inner microscopic parameters.
It improves the stability of the spraying process and the quality of the finished product, reduces the rebound rate, increases material utilization and real-time control, and is more adaptable.
Smart Images
Figure CN122411040A_ABST